HeliosDB is building the database platform that powers the next generation of AI-native applications, from embedded edge to frontier distributed.
The global database market exceeds $100 billion and is growing at 12%+ CAGR. AI applications are creating unprecedented demand for new capabilities — native vector search, semantic caching, intelligent query optimization — that legacy databases cannot deliver without bolted-on extensions.
HeliosDB addresses this gap with an AI-native architecture that combines OLTP, OLAP, and vector search in a single, performant database.
Existing solutions force developers to choose between:
HeliosDB uniquely combines all of these capabilities in a single, self-hosted, open-source platform.
Storage-layer branching with copy-on-write architecture. No other SQL database offers this capability. Protected by unique implementation.
Product Quantization reducing 768-dimensional vectors to 8 bytes. Industry-leading compression ratio with minimal recall loss.
Single binary supporting PostgreSQL, MySQL, MongoDB, Redis, SQL Server, Cassandra, ClickHouse, and more. Unmatched protocol breadth.
Research features including QAOA optimization, CUDA/ROCm GPU acceleration, and Intel Loihi 2 neuromorphic computing integration.
Memory-safe, zero-cost abstractions, no GC pauses. 6,000+ source files across 193 crates in the Full tier. Years of engineering investment.
Nano (embedded), Lite (edge+proxy), Full (distributed). Land-and-expand from developer adoption to enterprise contracts.
HeliosDB's innovations are protected by a comprehensive patent portfolio across all three product tiers.
Embedded AI-Native Database
Edge + Proxy Database
Frontier Distributed Database
Based on comparable database technology patent valuations and market analysis
Source-available core (SSPL-1.0 / AGPL-3.0 for Nano) with enterprise monetization via Professional ($99/node/month) and Enterprise (custom pricing) tiers.
| Metric | Year 1 | Year 3 | Year 5 |
|---|---|---|---|
| Community Users | 10K | 75K | 250K |
| Paid Customers | 50 | 500 | 2,000 |
| Avg. Contract Value | $15K | $25K | $40K |
| ARR | $750K | $12.5M | $80M |
| Scenario | Year 5 ARR | Valuation (15x) | ROI (on $10M) |
|---|---|---|---|
| Conservative | $40M | $600M | 60x |
| Base Case | $80M | $1.2B | 120x |
| Optimistic | $150M | $2.25B | 225x |
* Projections based on comparable database company valuations (MongoDB: 15x ARR at IPO, CockroachDB: 20x ARR, Snowflake: 40x ARR).
| Company | Market Cap | HeliosDB Advantage |
|---|---|---|
| MongoDB | $25B+ | + SQL compat, vector search, branching |
| Snowflake | $50B+ | + Self-hosted, OLTP, embedded mode |
| CockroachDB | $5B+ | + Vector search, branching, edge deployment |
| Pinecone | $750M+ | + Full SQL, ACID, multi-model, self-hosted |
Database engineers, systems programmers, and developer advocates building the database developers deserve. The team brings deep expertise in distributed systems, storage engines, and query optimization.
Our vision: Make powerful database capabilities accessible to every developer. We believe modern applications shouldn't need separate databases for transactions, analytics, and AI.
Get access to our investor materials, financial projections, and technical due diligence documentation.
Join the next generation of database technology.